动力电芯X射线图像边缘检测算法的应用

基金项目:

广东省科技计划资助项目(2014B010124001)

详细信息

Application of X-Ray Detection Image Edge Algorithm in Power Batteries

摘要: 在动力电芯检测中, 大量应用X射线图像边缘检测技术, 且在X射线检测技术中该技术起着关键性作用。针对动力电芯X射线图像的边缘检测技术做了深入分析与研究, 结合X射线成像特征, 提出了十邻域边缘检测算法, 解决了传统边缘检测算法提取锂电芯X射线图像时边缘不连续的问题。根据大量检测数据得知, X射线图像的边缘算法能准确地从较复杂的噪声图像中提取有效的边缘信息, 并最大限度地抑制了伪边缘的产生。
- 数字图像处理 /
- 边缘检测算法 /
- X射线检测
Abstract: In power batteries detection, edge detection technology has found a lot of applications, and plays an important role in the X-Ray inspection technology. In this paper, an in-depth analysis and research was undertaken for the edge detection of power battery X-Ray image, and the ten-neighborhood edge detection algorithm was hence proposed. The algorithm solved X-Ray image broken edges by the traditional edge detection algorithms. According to a large number of data it is proven that our algorithm can accurately extract valid edge from much image noise and reduce the generation of pseudo edges. The algorithm has strong adaptability in the X-Ray image detection.
- Digital image process /
- Edge detection algorithm /
- X-Ray detection

[1]	许杰,戚大伟.基于Canny算子的医用X光图像边缘检测算法研究［J］.辽宁中医药大学学报, 2008,10(3):9-10.
[2]	吉增权,黄靓.钢丝绳芯皮带运输机X光在线检测技术研究与应用［C］∥Proceedings of 2010 International Conference on Remote Sensing,［S.l］:［s.n］,2010.
[3]	冯霞,郝正平,冯燕,等. X射线在轮胎边缘检测中的应用［J］. CT理论与应用研究,2010,19(3):61-66.
[4]	袁春兰,熊宗龙,周雪花,等.基于Sobel算子的图像边缘检测研究［J］.激光与红外, 2009, 39(1):85-87.
[5]	乔闹生,邹北骥,邓磊,等.一种基于图像融合的含噪图像边缘检测方法［J］.光电子激光, 2012(11):2215-2220.